Visual Neuroscience Laboratory, Institute for Biomedical Imaging and Life Sciences (IBILI), Faculty of Medicine, University of Coimbra, Coimbra, Portugal.
Centre for Neuroscience and Cell Biology (CNC).IBILI, University of Coimbra, Coimbra, Portugal.
Hum Brain Mapp. 2018 Apr;39(4):1712-1720. doi: 10.1002/hbm.23946. Epub 2018 Jan 15.
We investigated the relationship between retinal layers and normal-appearing white matter (WM) integrity in the brain of patients with relapsing-remitting multiple sclerosis (MS), using a combined diffusion tensor imaging and high resolution optical coherence tomography approach. Fifty patients and 62 controls were recruited. The patients were divided into two groups according to presence (n = 18) or absence (n = 32) of optic neuritis. Diffusion tensor data were analyzed with a voxel-wise whole brain analysis of diffusion metrics in WM with tract-based spatial statistics. Thickness measurements were obtained for each individual retinal layer. Partial correlation and multivariate regression analyses were performed, assessing the association between individual retinal layers and diffusion metrics across all groups. Region-based analysis was performed, by focusing on tracts associated with the visual system. Receiver operating characteristic (ROC) curves were computed to compare the biomarker potential for the diagnosis of MS, using the thickness of each retinal layer and diffusion metrics. In patients without optic neuritis, both ganglion cell layer (GCL) and inner plexiform layer thickness correlated with the diffusion metrics within and outside the visual system. GCL thickness was a significant predictor of diffusion metrics in the whole WM skeleton, unlike other layers. No association was observed for either controls or patients with a history of optic neuritis. ROC analysis showed that the biomarker potential for the diagnosis of MS based on the GCL was high when compared to other layers. We conclude that GCL integrity is a predictor of whole-brain WM disruption in MS patients without optic neuritis.
我们采用弥散张量成像和高分辨率光学相干断层扫描相结合的方法,研究了复发缓解型多发性硬化(MS)患者视网膜各层与脑内正常外观白质(WM)完整性之间的关系。共招募了 50 例患者和 62 例对照。根据视神经炎的存在(n=18)或不存在(n=32),将患者分为两组。采用基于体素的全脑弥散指标分析方法对弥散张量数据进行分析,采用基于束的空间统计学方法对 WM 中的弥散指标进行分析。对每个个体视网膜层的厚度进行测量。进行了偏相关和多元回归分析,评估了所有组中各视网膜层与弥散指标之间的关联。进行了基于区域的分析,重点关注与视觉系统相关的束。计算了接收者操作特征(ROC)曲线,以比较使用各视网膜层厚度和弥散指标对 MS 诊断的生物标志物潜力。在没有视神经炎的患者中,神经节细胞层(GCL)和内丛状层厚度与视觉系统内外的弥散指标均相关。GCL 厚度是整个 WM 骨架中弥散指标的显著预测因子,与其他层不同。在没有视神经炎的对照或患者中均未观察到相关性。ROC 分析表明,与其他层相比,基于 GCL 的 MS 诊断的生物标志物潜力较高。我们得出结论,在没有视神经炎的 MS 患者中,GCL 完整性是全脑 WM 破坏的预测因子。